microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Pythondeep-learningpytorchloralanguage-modeladaptationrobertalow-rankgpt-2gpt-3deberta
This is stars and forks stats for /microsoft/LoRA repository. As of 04 Mar, 2024 this repository has 6705 stars and 396 forks.

LoRA: Low-Rank Adaptation of Large Language Models (For the radio communication technique, see LoRa.) This repo contains the source code of the Python package loralib and several examples of how to integrate it with PyTorch models, such as those in Hugging Face. We only support PyTorch for now. See our paper for a detailed description of LoRA. LoRA: Low-Rank Adaptation of Large Language Models Edward J. Hu*, Yelong Shen*, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu...
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